Triple

T620741
Position Surface form Disambiguated ID Type / Status
Subject Hoover, Alabama E14505 entity
Predicate transportation P230 FINISHED
Object Interstate 459
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
E227874 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Interstate 459 | Statement: [Hoover, Alabama, transportation, Interstate 459]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 459
Context triple: [Hoover, Alabama, transportation, Interstate 459]
  • A. Interstate 49
    Interstate 49 is a major north–south U.S. Interstate Highway running through multiple states in the central United States, including Missouri.
  • B. Interstate 205
    Interstate 205 is a major auxiliary Interstate Highway that serves as an eastern bypass of Portland, Oregon, connecting I-5 in Oregon to I-5 in Washington across the Columbia River.
  • C. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • D. Interstate 59
    Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
  • E. Interstate 72
    Interstate 72 is a U.S. highway running through parts of Illinois and Missouri, providing an important east–west transportation corridor in the Midwest.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Interstate 459
Triple: [Hoover, Alabama, transportation, Interstate 459]
Generated description
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 459
Target entity description: Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
  • A. Interstate 49
    Interstate 49 is a major north–south U.S. Interstate Highway running through multiple states in the central United States, including Missouri.
  • B. Interstate 205
    Interstate 205 is a major auxiliary Interstate Highway that serves as an eastern bypass of Portland, Oregon, connecting I-5 in Oregon to I-5 in Washington across the Columbia River.
  • C. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • D. Interstate 59
    Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
  • E. Interstate 72
    Interstate 72 is a U.S. highway running through parts of Illinois and Missouri, providing an important east–west transportation corridor in the Midwest.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e3e5d80819096e72e11b533f931 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae1f9546fc8190beee0f8b8810fe4b completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae2027b4588190bb8cff4a52d58626 completed March 9, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae20e214a88190b85432b9e47cde12 completed March 9, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:35 p.m.